Overview
Brought to you by YData
Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 1503 |
| Missing cells | 1316 |
| Missing cells (%) | 3.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 328.9 KiB |
| Average record size in memory | 224.1 B |
Variable types
| Text | 14 |
|---|---|
| Categorical | 5 |
| Numeric | 9 |
Academic_Reputation_Score is highly overall correlated with Employer_Reputation_Score and 3 other fields | High correlation |
Citations_per_Faculty_Score is highly overall correlated with International_Research_Network_Score and 1 other fields | High correlation |
Employer_Reputation_Score is highly overall correlated with Academic_Reputation_Score and 2 other fields | High correlation |
Employment_Outcomes_Score is highly overall correlated with Academic_Reputation_Score and 2 other fields | High correlation |
International_Faculty_Score is highly overall correlated with International_Students_Score | High correlation |
International_Research_Network_Score is highly overall correlated with Academic_Reputation_Score and 2 other fields | High correlation |
International_Students_Score is highly overall correlated with International_Faculty_Score | High correlation |
Sustainability_Score is highly overall correlated with Academic_Reputation_Score and 4 other fields | High correlation |
RANK_2024 has 21 (1.4%) missing values | Missing |
STATUS has 37 (2.5%) missing values | Missing |
International_Faculty_Score has 100 (6.7%) missing values | Missing |
International_Faculty_Rank has 100 (6.7%) missing values | Missing |
International_Students_Score has 58 (3.9%) missing values | Missing |
International_Students_Rank has 58 (3.9%) missing values | Missing |
Sustainability_Score has 19 (1.3%) missing values | Missing |
Sustainability_Rank has 19 (1.3%) missing values | Missing |
Overall_Score has 902 (60.0%) missing values | Missing |
Institution_Name has unique values | Unique |
Reproduction
| Analysis started | 2025-10-23 05:44:33.258827 |
|---|---|
| Analysis finished | 2025-10-23 05:44:43.947473 |
| Duration | 10.69 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
RANK_2025
Text
| Distinct | 388 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 5.7578177 |
| Min length | 1 |
Unique
| Unique | 214 ? |
|---|---|
| Unique (%) | 14.2% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 5 |
| Value | Count | Frequency (%) |
| 1201-1400 | 199 | 13.2% |
| 1001-1200 | 197 | 13.1% |
| 1401 | 102 | 6.8% |
| 951-1000 | 53 | 3.5% |
| 901-950 | 51 | 3.4% |
| 851-900 | 50 | 3.3% |
| 801-850 | 49 | 3.3% |
| 721-730 | 14 | 0.9% |
| 641-650 | 13 | 0.9% |
| 741-750 | 13 | 0.9% |
| Other values (378) | 762 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2292 | |
| 1 | 2115 | |
| - | 801 | 9.3% |
| 2 | 664 | 7.7% |
| 4 | 555 | 6.4% |
| 5 | 477 | 5.5% |
| 6 | 364 | 4.2% |
| 9 | 360 | 4.2% |
| 7 | 357 | 4.1% |
| 8 | 316 | 3.7% |
| Other values (2) | 353 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8654 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2292 | |
| 1 | 2115 | |
| - | 801 | 9.3% |
| 2 | 664 | 7.7% |
| 4 | 555 | 6.4% |
| 5 | 477 | 5.5% |
| 6 | 364 | 4.2% |
| 9 | 360 | 4.2% |
| 7 | 357 | 4.1% |
| 8 | 316 | 3.7% |
| Other values (2) | 353 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8654 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2292 | |
| 1 | 2115 | |
| - | 801 | 9.3% |
| 2 | 664 | 7.7% |
| 4 | 555 | 6.4% |
| 5 | 477 | 5.5% |
| 6 | 364 | 4.2% |
| 9 | 360 | 4.2% |
| 7 | 357 | 4.1% |
| 8 | 316 | 3.7% |
| Other values (2) | 353 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8654 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2292 | |
| 1 | 2115 | |
| - | 801 | 9.3% |
| 2 | 664 | 7.7% |
| 4 | 555 | 6.4% |
| 5 | 477 | 5.5% |
| 6 | 364 | 4.2% |
| 9 | 360 | 4.2% |
| 7 | 357 | 4.1% |
| 8 | 316 | 3.7% |
| Other values (2) | 353 | 4.1% |
RANK_2024
Text
Missing
| Distinct | 378 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 21 |
| Missing (%) | 1.4% |
| Memory size | 11.9 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 5.7881242 |
| Min length | 1 |
Unique
| Unique | 202 ? |
|---|---|
| Unique (%) | 13.6% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 6 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 2 |
| Value | Count | Frequency (%) |
| 1201-1400 | 206 | 13.9% |
| 1001-1200 | 199 | 13.4% |
| 1401 | 78 | 5.3% |
| 951-1000 | 54 | 3.6% |
| 801-850 | 52 | 3.5% |
| 851-900 | 49 | 3.3% |
| 901-950 | 47 | 3.2% |
| 641-650 | 14 | 0.9% |
| 661-670 | 14 | 0.9% |
| 721-730 | 12 | 0.8% |
| Other values (368) | 757 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2298 | |
| 1 | 2099 | |
| - | 805 | 9.4% |
| 2 | 658 | 7.7% |
| 4 | 561 | 6.5% |
| 5 | 466 | 5.4% |
| 6 | 362 | 4.2% |
| 9 | 353 | 4.1% |
| 7 | 337 | 3.9% |
| 8 | 311 | 3.6% |
| Other values (2) | 328 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8578 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2298 | |
| 1 | 2099 | |
| - | 805 | 9.4% |
| 2 | 658 | 7.7% |
| 4 | 561 | 6.5% |
| 5 | 466 | 5.4% |
| 6 | 362 | 4.2% |
| 9 | 353 | 4.1% |
| 7 | 337 | 3.9% |
| 8 | 311 | 3.6% |
| Other values (2) | 328 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8578 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2298 | |
| 1 | 2099 | |
| - | 805 | 9.4% |
| 2 | 658 | 7.7% |
| 4 | 561 | 6.5% |
| 5 | 466 | 5.4% |
| 6 | 362 | 4.2% |
| 9 | 353 | 4.1% |
| 7 | 337 | 3.9% |
| 8 | 311 | 3.6% |
| Other values (2) | 328 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8578 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2298 | |
| 1 | 2099 | |
| - | 805 | 9.4% |
| 2 | 658 | 7.7% |
| 4 | 561 | 6.5% |
| 5 | 466 | 5.4% |
| 6 | 362 | 4.2% |
| 9 | 353 | 4.1% |
| 7 | 337 | 3.9% |
| 8 | 311 | 3.6% |
| Other values (2) | 328 | 3.8% |
Institution_Name
Text
Unique
| Distinct | 1503 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
Length
| Max length | 117 |
|---|---|
| Median length | 70 |
| Mean length | 29.30672 |
| Min length | 3 |
Unique
| Unique | 1503 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Massachusetts Institute of Technology (MIT) |
|---|---|
| 2nd row | Imperial College London |
| 3rd row | University of Oxford |
| 4th row | Harvard University |
| 5th row | University of Cambridge |
| Value | Count | Frequency (%) |
| university | 1084 | 19.1% |
| of | 536 | 9.4% |
| de | 186 | 3.3% |
| universidad | 159 | 2.8% |
| technology | 115 | 2.0% |
| national | 68 | 1.2% |
| and | 68 | 1.2% |
| state | 62 | 1.1% |
| the | 56 | 1.0% |
| institute | 55 | 1.0% |
| Other values (1948) | 3297 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 4563 | 10.4% |
| 4292 | 9.7% | |
| e | 3493 | 7.9% |
| n | 3288 | 7.5% |
| a | 2819 | 6.4% |
| r | 2524 | 5.7% |
| t | 2462 | 5.6% |
| s | 2300 | 5.2% |
| o | 2082 | 4.7% |
| U | 1607 | 3.6% |
| Other values (86) | 14618 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 44048 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 4563 | 10.4% |
| 4292 | 9.7% | |
| e | 3493 | 7.9% |
| n | 3288 | 7.5% |
| a | 2819 | 6.4% |
| r | 2524 | 5.7% |
| t | 2462 | 5.6% |
| s | 2300 | 5.2% |
| o | 2082 | 4.7% |
| U | 1607 | 3.6% |
| Other values (86) | 14618 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 44048 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 4563 | 10.4% |
| 4292 | 9.7% | |
| e | 3493 | 7.9% |
| n | 3288 | 7.5% |
| a | 2819 | 6.4% |
| r | 2524 | 5.7% |
| t | 2462 | 5.6% |
| s | 2300 | 5.2% |
| o | 2082 | 4.7% |
| U | 1607 | 3.6% |
| Other values (86) | 14618 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 44048 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 4563 | 10.4% |
| 4292 | 9.7% | |
| e | 3493 | 7.9% |
| n | 3288 | 7.5% |
| a | 2819 | 6.4% |
| r | 2524 | 5.7% |
| t | 2462 | 5.6% |
| s | 2300 | 5.2% |
| o | 2082 | 4.7% |
| U | 1607 | 3.6% |
| Other values (86) | 14618 |
Location
Text
| Distinct | 106 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
Length
| Max length | 31 |
|---|---|
| Median length | 20 |
| Mean length | 9.1210912 |
| Min length | 4 |
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | United States |
|---|---|
| 2nd row | United Kingdom |
| 3rd row | United Kingdom |
| 4th row | United States |
| 5th row | United Kingdom |
| Value | Count | Frequency (%) |
| united | 299 | 14.6% |
| states | 197 | 9.6% |
| kingdom | 90 | 4.4% |
| china | 71 | 3.5% |
| mainland | 71 | 3.5% |
| south | 54 | 2.6% |
| japan | 49 | 2.4% |
| germany | 48 | 2.3% |
| russia | 47 | 2.3% |
| india | 46 | 2.2% |
| Other values (114) | 1075 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1839 | |
| n | 1290 | 9.4% |
| i | 1226 | 8.9% |
| e | 1046 | 7.6% |
| t | 999 | 7.3% |
| d | 717 | 5.2% |
| 544 | 4.0% | |
| s | 512 | 3.7% |
| r | 504 | 3.7% |
| l | 454 | 3.3% |
| Other values (43) | 4578 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13709 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1839 | |
| n | 1290 | 9.4% |
| i | 1226 | 8.9% |
| e | 1046 | 7.6% |
| t | 999 | 7.3% |
| d | 717 | 5.2% |
| 544 | 4.0% | |
| s | 512 | 3.7% |
| r | 504 | 3.7% |
| l | 454 | 3.3% |
| Other values (43) | 4578 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13709 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1839 | |
| n | 1290 | 9.4% |
| i | 1226 | 8.9% |
| e | 1046 | 7.6% |
| t | 999 | 7.3% |
| d | 717 | 5.2% |
| 544 | 4.0% | |
| s | 512 | 3.7% |
| r | 504 | 3.7% |
| l | 454 | 3.3% |
| Other values (43) | 4578 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13709 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1839 | |
| n | 1290 | 9.4% |
| i | 1226 | 8.9% |
| e | 1046 | 7.6% |
| t | 999 | 7.3% |
| d | 717 | 5.2% |
| 544 | 4.0% | |
| s | 512 | 3.7% |
| r | 504 | 3.7% |
| l | 454 | 3.3% |
| Other values (43) | 4578 |
Region
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
| Asia | |
|---|---|
| Europe | |
| Americas | |
| Oceania | 46 |
| Africa | 40 |
Length
| Max length | 14 |
|---|---|
| Median length | 8 |
| Mean length | 5.9254824 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Americas |
|---|---|
| 2nd row | Europe |
| 3rd row | Europe |
| 4th row | Americas |
| 5th row | Europe |
Common Values
| Value | Count | Frequency (%) |
| Asia | 501 | |
| Europe | 497 | |
| Americas | 418 | |
| Oceania | 46 | 3.1% |
| Africa | 40 | 2.7% |
| Not Classified | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| asia | 501 | |
| europe | 497 | |
| americas | 418 | |
| oceania | 46 | 3.1% |
| africa | 40 | 2.7% |
| not | 1 | 0.1% |
| classified | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1052 | |
| i | 1007 | |
| e | 962 | |
| A | 959 | |
| r | 955 | |
| s | 921 | |
| c | 504 | |
| o | 498 | |
| E | 497 | |
| p | 497 | |
| Other values (11) | 1054 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8906 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1052 | |
| i | 1007 | |
| e | 962 | |
| A | 959 | |
| r | 955 | |
| s | 921 | |
| c | 504 | |
| o | 498 | |
| E | 497 | |
| p | 497 | |
| Other values (11) | 1054 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8906 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1052 | |
| i | 1007 | |
| e | 962 | |
| A | 959 | |
| r | 955 | |
| s | 921 | |
| c | 504 | |
| o | 498 | |
| E | 497 | |
| p | 497 | |
| Other values (11) | 1054 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8906 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1052 | |
| i | 1007 | |
| e | 962 | |
| A | 959 | |
| r | 955 | |
| s | 921 | |
| c | 504 | |
| o | 498 | |
| E | 497 | |
| p | 497 | |
| Other values (11) | 1054 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.2341983 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | L |
| 3rd row | L |
| 4th row | L |
| 5th row | L |
Common Values
| Value | Count | Frequency (%) |
| L | 691 | |
| M | 372 | |
| XL | 352 | |
| S | 88 | 5.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| l | 691 | |
| m | 372 | |
| xl | 352 | |
| s | 88 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 1043 | |
| M | 372 | 20.1% |
| X | 352 | 19.0% |
| S | 88 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1855 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 1043 | |
| M | 372 | 20.1% |
| X | 352 | 19.0% |
| S | 88 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1855 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 1043 | |
| M | 372 | 20.1% |
| X | 352 | 19.0% |
| S | 88 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1855 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 1043 | |
| M | 372 | 20.1% |
| X | 352 | 19.0% |
| S | 88 | 4.7% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CO |
|---|---|
| 2nd row | FC |
| 3rd row | FC |
| 4th row | FC |
| 5th row | FC |
Common Values
| Value | Count | Frequency (%) |
| FC | 592 | |
| CO | 480 | |
| FO | 353 | |
| SP | 78 | 5.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fc | 592 | |
| co | 480 | |
| fo | 353 | |
| sp | 78 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 1072 | |
| F | 945 | |
| O | 833 | |
| S | 78 | 2.6% |
| P | 78 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3006 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 1072 | |
| F | 945 | |
| O | 833 | |
| S | 78 | 2.6% |
| P | 78 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3006 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 1072 | |
| F | 945 | |
| O | 833 | |
| S | 78 | 2.6% |
| P | 78 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3006 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 1072 | |
| F | 945 | |
| O | 833 | |
| S | 78 | 2.6% |
| P | 78 | 2.6% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | VH |
|---|---|
| 2nd row | VH |
| 3rd row | VH |
| 4th row | VH |
| 5th row | VH |
Common Values
| Value | Count | Frequency (%) |
| VH | 1021 | |
| HI | 362 | 24.1% |
| MD | 104 | 6.9% |
| LO | 16 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| vh | 1021 | |
| hi | 362 | 24.1% |
| md | 104 | 6.9% |
| lo | 16 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| H | 1383 | |
| V | 1021 | |
| I | 362 | 12.0% |
| M | 104 | 3.5% |
| D | 104 | 3.5% |
| L | 16 | 0.5% |
| O | 16 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3006 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| H | 1383 | |
| V | 1021 | |
| I | 362 | 12.0% |
| M | 104 | 3.5% |
| D | 104 | 3.5% |
| L | 16 | 0.5% |
| O | 16 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3006 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| H | 1383 | |
| V | 1021 | |
| I | 362 | 12.0% |
| M | 104 | 3.5% |
| D | 104 | 3.5% |
| L | 16 | 0.5% |
| O | 16 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3006 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| H | 1383 | |
| V | 1021 | |
| I | 362 | 12.0% |
| M | 104 | 3.5% |
| D | 104 | 3.5% |
| L | 16 | 0.5% |
| O | 16 | 0.5% |
STATUS
Categorical
Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 37 |
| Missing (%) | 2.5% |
| Memory size | 11.9 KiB |
| A | |
|---|---|
| B | |
| C | 52 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | B |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 1165 | |
| B | 249 | 16.6% |
| C | 52 | 3.5% |
| (Missing) | 37 | 2.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| a | 1165 | |
| b | 249 | 17.0% |
| c | 52 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1165 | |
| B | 249 | 17.0% |
| C | 52 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1466 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1165 | |
| B | 249 | 17.0% |
| C | 52 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1466 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1165 | |
| B | 249 | 17.0% |
| C | 52 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1466 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1165 | |
| B | 249 | 17.0% |
| C | 52 | 3.5% |
Academic_Reputation_Score
Real number (ℝ)
High correlation
| Distinct | 472 |
|---|---|
| Distinct (%) | 31.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.286693 |
| Minimum | 1.3 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 1.3 |
|---|---|
| 5-th percentile | 3.8 |
| Q1 | 6.3 |
| median | 11 |
| Q3 | 23.5 |
| 95-th percentile | 76.87 |
| Maximum | 100 |
| Range | 98.7 |
| Interquartile range (IQR) | 17.2 |
Descriptive statistics
| Standard deviation | 22.326168 |
|---|---|
| Coefficient of variation (CV) | 1.1005326 |
| Kurtosis | 3.52393 |
| Mean | 20.286693 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.0240885 |
| Sum | 30490.9 |
| Variance | 498.45776 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.5 | 20 | 1.3% |
| 4.4 | 19 | 1.3% |
| 6.1 | 18 | 1.2% |
| 5.8 | 16 | 1.1% |
| 4.9 | 16 | 1.1% |
| 5.2 | 16 | 1.1% |
| 6.6 | 15 | 1.0% |
| 4.1 | 15 | 1.0% |
| 6.9 | 15 | 1.0% |
| 6.3 | 15 | 1.0% |
| Other values (462) | 1338 |
| Value | Count | Frequency (%) |
| 1.3 | 1 | 0.1% |
| 1.6 | 1 | 0.1% |
| 2.2 | 2 | 0.1% |
| 2.6 | 4 | |
| 2.7 | 3 | |
| 2.8 | 1 | 0.1% |
| 2.9 | 1 | 0.1% |
| 3 | 4 | |
| 3.1 | 5 | |
| 3.2 | 6 |
| Value | Count | Frequency (%) |
| 100 | 8 | |
| 99.9 | 1 | 0.1% |
| 99.8 | 1 | 0.1% |
| 99.7 | 1 | 0.1% |
| 99.6 | 1 | 0.1% |
| 99.5 | 3 | 0.2% |
| 99.2 | 1 | 0.1% |
| 99.1 | 1 | 0.1% |
| 98.8 | 2 | 0.1% |
| 98.5 | 3 | 0.2% |
| Distinct | 601 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5289421 |
| Min length | 1 |
Unique
| Unique | 600 ? |
|---|---|
| Unique (%) | 39.9% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 22 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 3 |
| Value | Count | Frequency (%) |
| 601 | 903 | |
| 29 | 1 | 0.1% |
| 598 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 22 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 43 | 1 | 0.1% |
| 517 | 1 | 0.1% |
| Other values (591) | 591 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1123 | |
| 6 | 1024 | |
| 0 | 1014 | |
| + | 903 | |
| 3 | 220 | 4.1% |
| 5 | 220 | 4.1% |
| 4 | 220 | 4.1% |
| 2 | 220 | 4.1% |
| 7 | 120 | 2.3% |
| 9 | 120 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5304 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1123 | |
| 6 | 1024 | |
| 0 | 1014 | |
| + | 903 | |
| 3 | 220 | 4.1% |
| 5 | 220 | 4.1% |
| 4 | 220 | 4.1% |
| 2 | 220 | 4.1% |
| 7 | 120 | 2.3% |
| 9 | 120 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5304 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1123 | |
| 6 | 1024 | |
| 0 | 1014 | |
| + | 903 | |
| 3 | 220 | 4.1% |
| 5 | 220 | 4.1% |
| 4 | 220 | 4.1% |
| 2 | 220 | 4.1% |
| 7 | 120 | 2.3% |
| 9 | 120 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5304 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1123 | |
| 6 | 1024 | |
| 0 | 1014 | |
| + | 903 | |
| 3 | 220 | 4.1% |
| 5 | 220 | 4.1% |
| 4 | 220 | 4.1% |
| 2 | 220 | 4.1% |
| 7 | 120 | 2.3% |
| 9 | 120 | 2.3% |
Employer_Reputation_Score
Real number (ℝ)
High correlation
| Distinct | 500 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.787292 |
| Minimum | 1.1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 1.1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4.3 |
| median | 9.4 |
| Q3 | 25.3 |
| 95-th percentile | 79.96 |
| Maximum | 100 |
| Range | 98.9 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 23.784738 |
|---|---|
| Coefficient of variation (CV) | 1.2020209 |
| Kurtosis | 2.6872742 |
| Mean | 19.787292 |
| Median Absolute Deviation (MAD) | 6.5 |
| Skewness | 1.8481668 |
| Sum | 29740.3 |
| Variance | 565.71377 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.5 | 24 | 1.6% |
| 2.4 | 18 | 1.2% |
| 2.3 | 18 | 1.2% |
| 2.7 | 17 | 1.1% |
| 2.6 | 16 | 1.1% |
| 3 | 15 | 1.0% |
| 1.8 | 15 | 1.0% |
| 5.3 | 15 | 1.0% |
| 2.8 | 15 | 1.0% |
| 3.9 | 14 | 0.9% |
| Other values (490) | 1336 |
| Value | Count | Frequency (%) |
| 1.1 | 1 | 0.1% |
| 1.2 | 3 | 0.2% |
| 1.3 | 5 | 0.3% |
| 1.4 | 7 | |
| 1.5 | 4 | 0.3% |
| 1.6 | 12 | |
| 1.7 | 10 | |
| 1.8 | 15 | |
| 1.9 | 11 | |
| 2 | 11 |
| Value | Count | Frequency (%) |
| 100 | 6 | |
| 99.9 | 1 | 0.1% |
| 99.8 | 2 | 0.1% |
| 99.6 | 1 | 0.1% |
| 99.5 | 1 | 0.1% |
| 99.1 | 1 | 0.1% |
| 99 | 1 | 0.1% |
| 98.8 | 2 | 0.1% |
| 98.6 | 2 | 0.1% |
| 98.3 | 2 | 0.1% |
| Distinct | 601 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5289421 |
| Min length | 1 |
Unique
| Unique | 600 ? |
|---|---|
| Unique (%) | 39.9% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 11 |
| 3rd row | 5 |
| 4th row | 1 |
| 5th row | 4 |
| Value | Count | Frequency (%) |
| 601 | 903 | |
| 33 | 1 | 0.1% |
| 415 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 50 | 1 | 0.1% |
| 535 | 1 | 0.1% |
| Other values (591) | 591 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1123 | |
| 6 | 1024 | |
| 0 | 1014 | |
| + | 903 | |
| 2 | 220 | 4.1% |
| 3 | 220 | 4.1% |
| 4 | 220 | 4.1% |
| 5 | 220 | 4.1% |
| 9 | 120 | 2.3% |
| 7 | 120 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5304 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1123 | |
| 6 | 1024 | |
| 0 | 1014 | |
| + | 903 | |
| 2 | 220 | 4.1% |
| 3 | 220 | 4.1% |
| 4 | 220 | 4.1% |
| 5 | 220 | 4.1% |
| 9 | 120 | 2.3% |
| 7 | 120 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5304 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1123 | |
| 6 | 1024 | |
| 0 | 1014 | |
| + | 903 | |
| 2 | 220 | 4.1% |
| 3 | 220 | 4.1% |
| 4 | 220 | 4.1% |
| 5 | 220 | 4.1% |
| 9 | 120 | 2.3% |
| 7 | 120 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5304 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1123 | |
| 6 | 1024 | |
| 0 | 1014 | |
| + | 903 | |
| 2 | 220 | 4.1% |
| 3 | 220 | 4.1% |
| 4 | 220 | 4.1% |
| 5 | 220 | 4.1% |
| 9 | 120 | 2.3% |
| 7 | 120 | 2.3% |
Faculty_Student_Score
Real number (ℝ)
| Distinct | 590 |
|---|---|
| Distinct (%) | 39.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.128676 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.01 |
| Q1 | 7.3 |
| median | 16 |
| Q3 | 40.4 |
| 95-th percentile | 92.2 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 33.1 |
Descriptive statistics
| Standard deviation | 27.613017 |
|---|---|
| Coefficient of variation (CV) | 0.98166785 |
| Kurtosis | 0.39030144 |
| Mean | 28.128676 |
| Median Absolute Deviation (MAD) | 11.4 |
| Skewness | 1.22711 |
| Sum | 42277.4 |
| Variance | 762.4787 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 17 | 1.1% |
| 4.6 | 13 | 0.9% |
| 5.2 | 13 | 0.9% |
| 3.3 | 13 | 0.9% |
| 3.5 | 12 | 0.8% |
| 5.7 | 12 | 0.8% |
| 4.1 | 11 | 0.7% |
| 4.5 | 10 | 0.7% |
| 4.4 | 10 | 0.7% |
| 3.9 | 10 | 0.7% |
| Other values (580) | 1382 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 1.1 | 1 | 0.1% |
| 1.2 | 2 | |
| 1.3 | 2 | |
| 1.4 | 2 | |
| 1.5 | 3 | |
| 1.6 | 2 | |
| 1.7 | 2 | |
| 1.8 | 4 | |
| 1.9 | 4 |
| Value | Count | Frequency (%) |
| 100 | 17 | |
| 99.9 | 6 | 0.4% |
| 99.8 | 4 | 0.3% |
| 99.7 | 3 | 0.2% |
| 99.4 | 1 | 0.1% |
| 99.3 | 1 | 0.1% |
| 99.1 | 2 | 0.1% |
| 99 | 3 | 0.2% |
| 98.9 | 2 | 0.1% |
| 98.8 | 1 | 0.1% |
Faculty_Student_Rank
Text
| Distinct | 683 |
|---|---|
| Distinct (%) | 45.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.4757152 |
| Min length | 1 |
Unique
| Unique | 682 ? |
|---|---|
| Unique (%) | 45.4% |
Sample
| 1st row | 11 |
|---|---|
| 2nd row | 45 |
| 3rd row | 8 |
| 4th row | 53 |
| 5th row | 17 |
| Value | Count | Frequency (%) |
| 701 | 821 | |
| 699 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 45 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 17 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| 199 | 1 | 0.1% |
| 189 | 1 | 0.1% |
| Other values (673) | 673 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| 7 | 958 | |
| 0 | 950 | |
| + | 821 | |
| 4 | 237 | 4.5% |
| 3 | 235 | 4.5% |
| 2 | 234 | 4.5% |
| 5 | 233 | 4.5% |
| 6 | 230 | 4.4% |
| 9 | 137 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5224 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| 7 | 958 | |
| 0 | 950 | |
| + | 821 | |
| 4 | 237 | 4.5% |
| 3 | 235 | 4.5% |
| 2 | 234 | 4.5% |
| 5 | 233 | 4.5% |
| 6 | 230 | 4.4% |
| 9 | 137 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5224 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| 7 | 958 | |
| 0 | 950 | |
| + | 821 | |
| 4 | 237 | 4.5% |
| 3 | 235 | 4.5% |
| 2 | 234 | 4.5% |
| 5 | 233 | 4.5% |
| 6 | 230 | 4.4% |
| 9 | 137 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5224 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| 7 | 958 | |
| 0 | 950 | |
| + | 821 | |
| 4 | 237 | 4.5% |
| 3 | 235 | 4.5% |
| 2 | 234 | 4.5% |
| 5 | 233 | 4.5% |
| 6 | 230 | 4.4% |
| 9 | 137 | 2.6% |
Citations_per_Faculty_Score
Real number (ℝ)
High correlation
| Distinct | 566 |
|---|---|
| Distinct (%) | 37.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.50346 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.21 |
| Q1 | 2.8 |
| median | 9.9 |
| Q3 | 36.4 |
| 95-th percentile | 90.13 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 33.6 |
Descriptive statistics
| Standard deviation | 27.870692 |
|---|---|
| Coefficient of variation (CV) | 1.1858123 |
| Kurtosis | 0.71074782 |
| Mean | 23.50346 |
| Median Absolute Deviation (MAD) | 8.3 |
| Skewness | 1.3498671 |
| Sum | 35325.7 |
| Variance | 776.77545 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.1 | 31 | 2.1% |
| 1.3 | 31 | 2.1% |
| 1.4 | 29 | 1.9% |
| 1.2 | 28 | 1.9% |
| 1.6 | 27 | 1.8% |
| 1.5 | 27 | 1.8% |
| 1.9 | 20 | 1.3% |
| 1.7 | 20 | 1.3% |
| 2.1 | 20 | 1.3% |
| 1.8 | 19 | 1.3% |
| Other values (556) | 1251 |
| Value | Count | Frequency (%) |
| 1 | 17 | |
| 1.1 | 31 | |
| 1.2 | 28 | |
| 1.3 | 31 | |
| 1.4 | 29 | |
| 1.5 | 27 | |
| 1.6 | 27 | |
| 1.7 | 20 | |
| 1.8 | 19 | |
| 1.9 | 20 |
| Value | Count | Frequency (%) |
| 100 | 9 | |
| 99.9 | 4 | |
| 99.8 | 1 | 0.1% |
| 99.7 | 2 | 0.1% |
| 99.6 | 1 | 0.1% |
| 99.5 | 2 | 0.1% |
| 99.4 | 2 | 0.1% |
| 99.3 | 1 | 0.1% |
| 99.1 | 4 | |
| 99 | 1 | 0.1% |
| Distinct | 699 |
|---|---|
| Distinct (%) | 46.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.4624085 |
| Min length | 1 |
Unique
| Unique | 696 ? |
|---|---|
| Unique (%) | 46.3% |
Sample
| 1st row | 9 |
|---|---|
| 2nd row | 54 |
| 3rd row | 93 |
| 4th row | 1 |
| 5th row | 96 |
| Value | Count | Frequency (%) |
| 701 | 803 | |
| 534 | 2 | 0.1% |
| 336 | 2 | 0.1% |
| 54 | 1 | 0.1% |
| 93 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 61 | 1 | 0.1% |
| Other values (689) | 689 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1043 | |
| 7 | 942 | |
| 0 | 934 | |
| + | 803 | |
| 3 | 241 | 4.6% |
| 6 | 241 | 4.6% |
| 5 | 240 | 4.6% |
| 4 | 240 | 4.6% |
| 2 | 240 | 4.6% |
| 8 | 140 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5204 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1043 | |
| 7 | 942 | |
| 0 | 934 | |
| + | 803 | |
| 3 | 241 | 4.6% |
| 6 | 241 | 4.6% |
| 5 | 240 | 4.6% |
| 4 | 240 | 4.6% |
| 2 | 240 | 4.6% |
| 8 | 140 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5204 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1043 | |
| 7 | 942 | |
| 0 | 934 | |
| + | 803 | |
| 3 | 241 | 4.6% |
| 6 | 241 | 4.6% |
| 5 | 240 | 4.6% |
| 4 | 240 | 4.6% |
| 2 | 240 | 4.6% |
| 8 | 140 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5204 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1043 | |
| 7 | 942 | |
| 0 | 934 | |
| + | 803 | |
| 3 | 241 | 4.6% |
| 6 | 241 | 4.6% |
| 5 | 240 | 4.6% |
| 4 | 240 | 4.6% |
| 2 | 240 | 4.6% |
| 8 | 140 | 2.7% |
International_Faculty_Score
Real number (ℝ)
High correlation Missing
| Distinct | 531 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 100 |
| Missing (%) | 6.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.736707 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 4.2 |
| median | 12.5 |
| Q3 | 51.6 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 47.4 |
Descriptive statistics
| Standard deviation | 34.344365 |
|---|---|
| Coefficient of variation (CV) | 1.117373 |
| Kurtosis | -0.52621926 |
| Mean | 30.736707 |
| Median Absolute Deviation (MAD) | 10.3 |
| Skewness | 1.0142597 |
| Sum | 43123.6 |
| Variance | 1179.5354 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 80 | 5.3% |
| 1.4 | 18 | 1.2% |
| 2.2 | 17 | 1.1% |
| 1.3 | 17 | 1.1% |
| 2.6 | 15 | 1.0% |
| 2.9 | 14 | 0.9% |
| 1.1 | 14 | 0.9% |
| 1.7 | 13 | 0.9% |
| 3.8 | 13 | 0.9% |
| 3.2 | 13 | 0.9% |
| Other values (521) | 1189 | |
| (Missing) | 100 | 6.7% |
| Value | Count | Frequency (%) |
| 1 | 6 | 0.4% |
| 1.1 | 14 | |
| 1.2 | 7 | 0.5% |
| 1.3 | 17 | |
| 1.4 | 18 | |
| 1.5 | 12 | |
| 1.6 | 9 | |
| 1.7 | 13 | |
| 1.8 | 13 | |
| 1.9 | 11 |
| Value | Count | Frequency (%) |
| 100 | 80 | |
| 99.9 | 6 | 0.4% |
| 99.8 | 5 | 0.3% |
| 99.6 | 1 | 0.1% |
| 99.5 | 1 | 0.1% |
| 99.4 | 3 | 0.2% |
| 99.3 | 2 | 0.1% |
| 99.1 | 4 | 0.3% |
| 99 | 2 | 0.1% |
| 98.9 | 2 | 0.1% |
International_Faculty_Rank
Text
Missing
| Distinct | 680 |
|---|---|
| Distinct (%) | 48.5% |
| Missing | 100 |
| Missing (%) | 6.7% |
| Memory size | 11.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.4397719 |
| Min length | 1 |
Unique
| Unique | 673 ? |
|---|---|
| Unique (%) | 48.0% |
Sample
| 1st row | 100 |
|---|---|
| 2nd row | 66 |
| 3rd row | 120 |
| 4th row | 269 |
| 5th row | 73 |
| Value | Count | Frequency (%) |
| 701 | 718 | |
| 613 | 2 | 0.1% |
| 220 | 2 | 0.1% |
| 1 | 2 | 0.1% |
| 290 | 2 | 0.1% |
| 253 | 2 | 0.1% |
| 468 | 2 | 0.1% |
| 65 | 1 | 0.1% |
| 654 | 1 | 0.1% |
| 100 | 1 | 0.1% |
| Other values (670) | 670 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 954 | |
| 7 | 857 | |
| 0 | 851 | |
| + | 718 | |
| 2 | 235 | 4.9% |
| 4 | 234 | 4.8% |
| 6 | 234 | 4.8% |
| 5 | 233 | 4.8% |
| 3 | 232 | 4.8% |
| 8 | 138 | 2.9% |
| Other values (2) | 140 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4826 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 954 | |
| 7 | 857 | |
| 0 | 851 | |
| + | 718 | |
| 2 | 235 | 4.9% |
| 4 | 234 | 4.8% |
| 6 | 234 | 4.8% |
| 5 | 233 | 4.8% |
| 3 | 232 | 4.8% |
| 8 | 138 | 2.9% |
| Other values (2) | 140 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4826 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 954 | |
| 7 | 857 | |
| 0 | 851 | |
| + | 718 | |
| 2 | 235 | 4.9% |
| 4 | 234 | 4.8% |
| 6 | 234 | 4.8% |
| 5 | 233 | 4.8% |
| 3 | 232 | 4.8% |
| 8 | 138 | 2.9% |
| Other values (2) | 140 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4826 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 954 | |
| 7 | 857 | |
| 0 | 851 | |
| + | 718 | |
| 2 | 235 | 4.9% |
| 4 | 234 | 4.8% |
| 6 | 234 | 4.8% |
| 5 | 233 | 4.8% |
| 3 | 232 | 4.8% |
| 8 | 138 | 2.9% |
| Other values (2) | 140 | 2.9% |
International_Students_Score
Real number (ℝ)
High correlation Missing
| Distinct | 521 |
|---|---|
| Distinct (%) | 36.1% |
| Missing | 58 |
| Missing (%) | 3.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.580346 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.2 |
| Q1 | 2.9 |
| median | 9.6 |
| Q3 | 38.3 |
| 95-th percentile | 97.58 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 35.4 |
Descriptive statistics
| Standard deviation | 31.098689 |
|---|---|
| Coefficient of variation (CV) | 1.2157259 |
| Kurtosis | 0.27178433 |
| Mean | 25.580346 |
| Median Absolute Deviation (MAD) | 8.1 |
| Skewness | 1.2820318 |
| Sum | 36963.6 |
| Variance | 967.12846 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.1 | 39 | 2.6% |
| 100 | 33 | 2.2% |
| 1.2 | 32 | 2.1% |
| 1.6 | 28 | 1.9% |
| 1.4 | 27 | 1.8% |
| 1.5 | 24 | 1.6% |
| 2.5 | 23 | 1.5% |
| 1.7 | 21 | 1.4% |
| 1.3 | 21 | 1.4% |
| 1.9 | 17 | 1.1% |
| Other values (511) | 1180 | |
| (Missing) | 58 | 3.9% |
| Value | Count | Frequency (%) |
| 1 | 14 | 0.9% |
| 1.1 | 39 | |
| 1.2 | 32 | |
| 1.3 | 21 | |
| 1.4 | 27 | |
| 1.5 | 24 | |
| 1.6 | 28 | |
| 1.7 | 21 | |
| 1.8 | 14 | 0.9% |
| 1.9 | 17 |
| Value | Count | Frequency (%) |
| 100 | 33 | |
| 99.9 | 2 | 0.1% |
| 99.8 | 6 | 0.4% |
| 99.6 | 2 | 0.1% |
| 99.5 | 3 | 0.2% |
| 99.4 | 4 | 0.3% |
| 99.3 | 2 | 0.1% |
| 99.2 | 3 | 0.2% |
| 99.1 | 2 | 0.1% |
| 98.9 | 2 | 0.1% |
International_Students_Rank
Text
Missing
| Distinct | 690 |
|---|---|
| Distinct (%) | 47.8% |
| Missing | 58 |
| Missing (%) | 3.9% |
| Memory size | 11.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.449827 |
| Min length | 1 |
Unique
| Unique | 689 ? |
|---|---|
| Unique (%) | 47.7% |
Sample
| 1st row | 143 |
|---|---|
| 2nd row | 44 |
| 3rd row | 73 |
| 4th row | 215 |
| 5th row | 98 |
| Value | Count | Frequency (%) |
| 701 | 756 | |
| 44 | 1 | 0.1% |
| 73 | 1 | 0.1% |
| 215 | 1 | 0.1% |
| 98 | 1 | 0.1% |
| 244 | 1 | 0.1% |
| 63 | 1 | 0.1% |
| 129 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| 172 | 1 | 0.1% |
| Other values (680) | 680 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 990 | |
| 7 | 896 | |
| 0 | 883 | |
| + | 756 | |
| 2 | 239 | 4.8% |
| 3 | 238 | 4.8% |
| 6 | 236 | 4.7% |
| 4 | 236 | 4.7% |
| 5 | 235 | 4.7% |
| 8 | 139 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4985 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 990 | |
| 7 | 896 | |
| 0 | 883 | |
| + | 756 | |
| 2 | 239 | 4.8% |
| 3 | 238 | 4.8% |
| 6 | 236 | 4.7% |
| 4 | 236 | 4.7% |
| 5 | 235 | 4.7% |
| 8 | 139 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4985 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 990 | |
| 7 | 896 | |
| 0 | 883 | |
| + | 756 | |
| 2 | 239 | 4.8% |
| 3 | 238 | 4.8% |
| 6 | 236 | 4.7% |
| 4 | 236 | 4.7% |
| 5 | 235 | 4.7% |
| 8 | 139 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4985 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 990 | |
| 7 | 896 | |
| 0 | 883 | |
| + | 756 | |
| 2 | 239 | 4.8% |
| 3 | 238 | 4.8% |
| 6 | 236 | 4.7% |
| 4 | 236 | 4.7% |
| 5 | 235 | 4.7% |
| 8 | 139 | 2.8% |
International_Research_Network_Score
Real number (ℝ)
High correlation
| Distinct | 764 |
|---|---|
| Distinct (%) | 50.9% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.129095 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.605 |
| Q1 | 22.725 |
| median | 51.1 |
| Q3 | 77.1 |
| 95-th percentile | 95.1 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 54.375 |
Descriptive statistics
| Standard deviation | 29.866588 |
|---|---|
| Coefficient of variation (CV) | 0.59579348 |
| Kurtosis | -1.3192934 |
| Mean | 50.129095 |
| Median Absolute Deviation (MAD) | 26.95 |
| Skewness | -0.01028046 |
| Sum | 75293.9 |
| Variance | 892.01306 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13.1 | 7 | 0.5% |
| 93.1 | 6 | 0.4% |
| 94.2 | 6 | 0.4% |
| 24.5 | 6 | 0.4% |
| 6.5 | 6 | 0.4% |
| 55.5 | 6 | 0.4% |
| 14.9 | 5 | 0.3% |
| 61 | 5 | 0.3% |
| 41.7 | 5 | 0.3% |
| 68.6 | 5 | 0.3% |
| Other values (754) | 1445 |
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 1.1 | 1 | 0.1% |
| 1.2 | 2 | 0.1% |
| 1.8 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 2.1 | 1 | 0.1% |
| 2.2 | 1 | 0.1% |
| 2.3 | 2 | 0.1% |
| 2.4 | 2 | 0.1% |
| 2.5 | 3 |
| Value | Count | Frequency (%) |
| 100 | 1 | 0.1% |
| 99.9 | 1 | 0.1% |
| 99.8 | 2 | |
| 99.6 | 1 | 0.1% |
| 99.5 | 4 | |
| 99.3 | 1 | 0.1% |
| 99.2 | 2 | |
| 99.1 | 1 | 0.1% |
| 98.8 | 1 | 0.1% |
| 98.7 | 1 | 0.1% |
| Distinct | 701 |
|---|---|
| Distinct (%) | 46.7% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 11.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.4620506 |
| Min length | 1 |
Unique
| Unique | 700 ? |
|---|---|
| Unique (%) | 46.6% |
Sample
| 1st row | 58 |
|---|---|
| 2nd row | 34 |
| 3rd row | 1 |
| 4th row | 5 |
| 5th row | 10 |
| Value | Count | Frequency (%) |
| 701 | 802 | |
| 10 | 1 | 0.1% |
| 45 | 1 | 0.1% |
| 64 | 1 | 0.1% |
| 146 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 549 | 1 | 0.1% |
| 137 | 1 | 0.1% |
| 39 | 1 | 0.1% |
| 354 | 1 | 0.1% |
| Other values (691) | 691 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1042 | |
| 7 | 943 | |
| 0 | 933 | |
| + | 802 | |
| 5 | 240 | 4.6% |
| 6 | 240 | 4.6% |
| 2 | 240 | 4.6% |
| 4 | 240 | 4.6% |
| 3 | 240 | 4.6% |
| 9 | 140 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1042 | |
| 7 | 943 | |
| 0 | 933 | |
| + | 802 | |
| 5 | 240 | 4.6% |
| 6 | 240 | 4.6% |
| 2 | 240 | 4.6% |
| 4 | 240 | 4.6% |
| 3 | 240 | 4.6% |
| 9 | 140 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1042 | |
| 7 | 943 | |
| 0 | 933 | |
| + | 802 | |
| 5 | 240 | 4.6% |
| 6 | 240 | 4.6% |
| 2 | 240 | 4.6% |
| 4 | 240 | 4.6% |
| 3 | 240 | 4.6% |
| 9 | 140 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1042 | |
| 7 | 943 | |
| 0 | 933 | |
| + | 802 | |
| 5 | 240 | 4.6% |
| 6 | 240 | 4.6% |
| 2 | 240 | 4.6% |
| 4 | 240 | 4.6% |
| 3 | 240 | 4.6% |
| 9 | 140 | 2.7% |
Employment_Outcomes_Score
Real number (ℝ)
High correlation
| Distinct | 569 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.825083 |
| Minimum | 1.2 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 1.2 |
|---|---|
| 5-th percentile | 1.8 |
| Q1 | 4 |
| median | 11.8 |
| Q3 | 33.4 |
| 95-th percentile | 90.16 |
| Maximum | 100 |
| Range | 98.8 |
| Interquartile range (IQR) | 29.4 |
Descriptive statistics
| Standard deviation | 27.351315 |
|---|---|
| Coefficient of variation (CV) | 1.148005 |
| Kurtosis | 0.96598139 |
| Mean | 23.825083 |
| Median Absolute Deviation (MAD) | 9.1 |
| Skewness | 1.4429491 |
| Sum | 35809.1 |
| Variance | 748.09445 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.9 | 31 | 2.1% |
| 2.1 | 26 | 1.7% |
| 3.9 | 25 | 1.7% |
| 2 | 24 | 1.6% |
| 1.8 | 21 | 1.4% |
| 3.8 | 20 | 1.3% |
| 3.7 | 20 | 1.3% |
| 1.7 | 16 | 1.1% |
| 2.2 | 16 | 1.1% |
| 2.9 | 14 | 0.9% |
| Other values (559) | 1290 |
| Value | Count | Frequency (%) |
| 1.2 | 4 | 0.3% |
| 1.3 | 13 | |
| 1.4 | 5 | 0.3% |
| 1.5 | 12 | 0.8% |
| 1.6 | 9 | 0.6% |
| 1.7 | 16 | |
| 1.8 | 21 | |
| 1.9 | 31 | |
| 2 | 24 | |
| 2.1 | 26 |
| Value | Count | Frequency (%) |
| 100 | 8 | |
| 99.9 | 4 | |
| 99.8 | 1 | 0.1% |
| 99.7 | 1 | 0.1% |
| 99.6 | 1 | 0.1% |
| 99.1 | 1 | 0.1% |
| 99 | 1 | 0.1% |
| 98.9 | 1 | 0.1% |
| 98.7 | 1 | 0.1% |
| 98.6 | 1 | 0.1% |
| Distinct | 695 |
|---|---|
| Distinct (%) | 46.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.4664005 |
| Min length | 1 |
Unique
| Unique | 694 ? |
|---|---|
| Unique (%) | 46.2% |
Sample
| 1st row | 8 |
|---|---|
| 2nd row | 61 |
| 3rd row | 3 |
| 4th row | 1 |
| 5th row | 5 |
| Value | Count | Frequency (%) |
| 701 | 809 | |
| 698 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 622 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 61 | 1 | 0.1% |
| 73 | 1 | 0.1% |
| 157 | 1 | 0.1% |
| 407 | 1 | 0.1% |
| 48 | 1 | 0.1% |
| Other values (685) | 685 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1044 | |
| 7 | 949 | |
| 0 | 939 | |
| + | 809 | |
| 4 | 240 | 4.6% |
| 6 | 239 | 4.6% |
| 3 | 239 | 4.6% |
| 2 | 238 | 4.6% |
| 5 | 237 | 4.5% |
| 9 | 139 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5210 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1044 | |
| 7 | 949 | |
| 0 | 939 | |
| + | 809 | |
| 4 | 240 | 4.6% |
| 6 | 239 | 4.6% |
| 3 | 239 | 4.6% |
| 2 | 238 | 4.6% |
| 5 | 237 | 4.5% |
| 9 | 139 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5210 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1044 | |
| 7 | 949 | |
| 0 | 939 | |
| + | 809 | |
| 4 | 240 | 4.6% |
| 6 | 239 | 4.6% |
| 3 | 239 | 4.6% |
| 2 | 238 | 4.6% |
| 5 | 237 | 4.5% |
| 9 | 139 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5210 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1044 | |
| 7 | 949 | |
| 0 | 939 | |
| + | 809 | |
| 4 | 240 | 4.6% |
| 6 | 239 | 4.6% |
| 3 | 239 | 4.6% |
| 2 | 238 | 4.6% |
| 5 | 237 | 4.5% |
| 9 | 139 | 2.7% |
Sustainability_Score
Real number (ℝ)
High correlation Missing
| Distinct | 395 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 19 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.309299 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.3 |
| median | 6.75 |
| Q3 | 39.5 |
| 95-th percentile | 92.285 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 38.2 |
Descriptive statistics
| Standard deviation | 31.074718 |
|---|---|
| Coefficient of variation (CV) | 1.2783058 |
| Kurtosis | -0.020979949 |
| Mean | 24.309299 |
| Median Absolute Deviation (MAD) | 5.75 |
| Skewness | 1.1918538 |
| Sum | 36075 |
| Variance | 965.63809 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 219 | 14.6% |
| 1.1 | 83 | 5.5% |
| 1.2 | 47 | 3.1% |
| 1.3 | 32 | 2.1% |
| 1.6 | 28 | 1.9% |
| 1.7 | 23 | 1.5% |
| 1.5 | 22 | 1.5% |
| 1.4 | 21 | 1.4% |
| 2.4 | 16 | 1.1% |
| 3.1 | 14 | 0.9% |
| Other values (385) | 979 | |
| (Missing) | 19 | 1.3% |
| Value | Count | Frequency (%) |
| 1 | 219 | |
| 1.1 | 83 | 5.5% |
| 1.2 | 47 | 3.1% |
| 1.3 | 32 | 2.1% |
| 1.4 | 21 | 1.4% |
| 1.5 | 22 | 1.5% |
| 1.6 | 28 | 1.9% |
| 1.7 | 23 | 1.5% |
| 1.8 | 9 | 0.6% |
| 1.9 | 10 | 0.7% |
| Value | Count | Frequency (%) |
| 100 | 2 | |
| 99.8 | 2 | |
| 99.7 | 2 | |
| 99.6 | 3 | |
| 99.3 | 1 | 0.1% |
| 99.2 | 2 | |
| 99.1 | 2 | |
| 99 | 2 | |
| 98.9 | 1 | 0.1% |
| 98.8 | 1 | 0.1% |
Sustainability_Rank
Text
Missing
| Distinct | 340 |
|---|---|
| Distinct (%) | 22.9% |
| Missing | 19 |
| Missing (%) | 1.3% |
| Memory size | 11.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.8268194 |
| Min length | 1 |
Unique
| Unique | 149 ? |
|---|---|
| Unique (%) | 10.0% |
Sample
| 1st row | 15= |
|---|---|
| 2nd row | 6 |
| 3rd row | 126 |
| 4th row | 130 |
| 5th row | 127= |
| Value | Count | Frequency (%) |
| 701 | 782 | |
| 371 | 7 | 0.5% |
| 537 | 7 | 0.5% |
| 570 | 7 | 0.5% |
| 606 | 7 | 0.5% |
| 636 | 6 | 0.4% |
| 661 | 6 | 0.4% |
| 462 | 6 | 0.4% |
| 623 | 6 | 0.4% |
| 338 | 5 | 0.3% |
| Other values (330) | 645 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1028 | |
| 0 | 927 | |
| 7 | 912 | |
| + | 782 | |
| = | 553 | |
| 3 | 269 | 4.7% |
| 6 | 253 | 4.5% |
| 5 | 238 | 4.2% |
| 2 | 236 | 4.2% |
| 4 | 216 | 3.8% |
| Other values (2) | 265 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5679 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1028 | |
| 0 | 927 | |
| 7 | 912 | |
| + | 782 | |
| = | 553 | |
| 3 | 269 | 4.7% |
| 6 | 253 | 4.5% |
| 5 | 238 | 4.2% |
| 2 | 236 | 4.2% |
| 4 | 216 | 3.8% |
| Other values (2) | 265 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5679 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1028 | |
| 0 | 927 | |
| 7 | 912 | |
| + | 782 | |
| = | 553 | |
| 3 | 269 | 4.7% |
| 6 | 253 | 4.5% |
| 5 | 238 | 4.2% |
| 2 | 236 | 4.2% |
| 4 | 216 | 3.8% |
| Other values (2) | 265 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5679 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1028 | |
| 0 | 927 | |
| 7 | 912 | |
| + | 782 | |
| = | 553 | |
| 3 | 269 | 4.7% |
| 6 | 253 | 4.5% |
| 5 | 238 | 4.2% |
| 2 | 236 | 4.2% |
| 4 | 216 | 3.8% |
| Other values (2) | 265 | 4.7% |
Overall_Score
Text
Missing
| Distinct | 363 |
|---|---|
| Distinct (%) | 60.4% |
| Missing | 902 |
| Missing (%) | 60.0% |
| Memory size | 11.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.8036606 |
| Min length | 1 |
Unique
| Unique | 217 ? |
|---|---|
| Unique (%) | 36.1% |
Sample
| 1st row | 100 |
|---|---|
| 2nd row | 98.5 |
| 3rd row | 96.9 |
| 4th row | 96.8 |
| 5th row | 96.7 |
| Value | Count | Frequency (%) |
| 23.6 | 7 | 1.2% |
| 37.2 | 6 | 1.0% |
| 24.5 | 6 | 1.0% |
| 21.1 | 5 | 0.8% |
| 22.4 | 5 | 0.8% |
| 22.6 | 5 | 0.8% |
| 22.8 | 5 | 0.8% |
| 24.1 | 5 | 0.8% |
| 20.8 | 5 | 0.8% |
| 29.7 | 5 | 0.8% |
| Other values (353) | 547 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 542 | |
| 2 | 344 | |
| 3 | 286 | |
| 4 | 186 | 8.1% |
| 5 | 180 | 7.9% |
| 1 | 157 | 6.9% |
| 6 | 148 | 6.5% |
| 7 | 142 | 6.2% |
| 8 | 139 | 6.1% |
| 9 | 112 | 4.9% |
| Other values (2) | 50 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2286 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 542 | |
| 2 | 344 | |
| 3 | 286 | |
| 4 | 186 | 8.1% |
| 5 | 180 | 7.9% |
| 1 | 157 | 6.9% |
| 6 | 148 | 6.5% |
| 7 | 142 | 6.2% |
| 8 | 139 | 6.1% |
| 9 | 112 | 4.9% |
| Other values (2) | 50 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2286 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 542 | |
| 2 | 344 | |
| 3 | 286 | |
| 4 | 186 | 8.1% |
| 5 | 180 | 7.9% |
| 1 | 157 | 6.9% |
| 6 | 148 | 6.5% |
| 7 | 142 | 6.2% |
| 8 | 139 | 6.1% |
| 9 | 112 | 4.9% |
| Other values (2) | 50 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2286 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 542 | |
| 2 | 344 | |
| 3 | 286 | |
| 4 | 186 | 8.1% |
| 5 | 180 | 7.9% |
| 1 | 157 | 6.9% |
| 6 | 148 | 6.5% |
| 7 | 142 | 6.2% |
| 8 | 139 | 6.1% |
| 9 | 112 | 4.9% |
| Other values (2) | 50 | 2.2% |
Interactions
Correlations
| Academic_Reputation_Score | Citations_per_Faculty_Score | Employer_Reputation_Score | Employment_Outcomes_Score | FOCUS | Faculty_Student_Score | International_Faculty_Score | International_Research_Network_Score | International_Students_Score | RES. | Region | SIZE | STATUS | Sustainability_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Academic_Reputation_Score | 1.000 | 0.417 | 0.818 | 0.651 | 0.216 | 0.307 | 0.440 | 0.644 | 0.373 | 0.186 | 0.073 | 0.192 | 0.092 | 0.725 |
| Citations_per_Faculty_Score | 0.417 | 1.000 | 0.295 | 0.309 | 0.108 | 0.061 | 0.415 | 0.680 | 0.378 | 0.312 | 0.134 | 0.075 | 0.139 | 0.640 |
| Employer_Reputation_Score | 0.818 | 0.295 | 1.000 | 0.660 | 0.137 | 0.287 | 0.394 | 0.439 | 0.343 | 0.135 | 0.039 | 0.115 | 0.075 | 0.600 |
| Employment_Outcomes_Score | 0.651 | 0.309 | 0.660 | 1.000 | 0.172 | 0.194 | 0.353 | 0.477 | 0.327 | 0.104 | 0.094 | 0.157 | 0.077 | 0.532 |
| FOCUS | 0.216 | 0.108 | 0.137 | 0.172 | 1.000 | 0.107 | 0.040 | 0.257 | 0.044 | 0.143 | 0.123 | 0.257 | 0.098 | 0.199 |
| Faculty_Student_Score | 0.307 | 0.061 | 0.287 | 0.194 | 0.107 | 1.000 | 0.233 | 0.144 | 0.306 | 0.109 | 0.074 | 0.122 | 0.067 | 0.232 |
| International_Faculty_Score | 0.440 | 0.415 | 0.394 | 0.353 | 0.040 | 0.233 | 1.000 | 0.408 | 0.686 | 0.130 | 0.186 | 0.078 | 0.085 | 0.472 |
| International_Research_Network_Score | 0.644 | 0.680 | 0.439 | 0.477 | 0.257 | 0.144 | 0.408 | 1.000 | 0.423 | 0.372 | 0.192 | 0.271 | 0.272 | 0.774 |
| International_Students_Score | 0.373 | 0.378 | 0.343 | 0.327 | 0.044 | 0.306 | 0.686 | 0.423 | 1.000 | 0.144 | 0.196 | 0.080 | 0.037 | 0.464 |
| RES. | 0.186 | 0.312 | 0.135 | 0.104 | 0.143 | 0.109 | 0.130 | 0.372 | 0.144 | 1.000 | 0.171 | 0.046 | 0.154 | 0.238 |
| Region | 0.073 | 0.134 | 0.039 | 0.094 | 0.123 | 0.074 | 0.186 | 0.192 | 0.196 | 0.171 | 1.000 | 0.127 | 0.261 | 0.164 |
| SIZE | 0.192 | 0.075 | 0.115 | 0.157 | 0.257 | 0.122 | 0.078 | 0.271 | 0.080 | 0.046 | 0.127 | 1.000 | 0.219 | 0.150 |
| STATUS | 0.092 | 0.139 | 0.075 | 0.077 | 0.098 | 0.067 | 0.085 | 0.272 | 0.037 | 0.154 | 0.261 | 0.219 | 1.000 | 0.104 |
| Sustainability_Score | 0.725 | 0.640 | 0.600 | 0.532 | 0.199 | 0.232 | 0.472 | 0.774 | 0.464 | 0.238 | 0.164 | 0.150 | 0.104 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| RANK_2025 | RANK_2024 | Institution_Name | Location | Region | SIZE | FOCUS | RES. | STATUS | Academic_Reputation_Score | Academic_Reputation_Rank | Employer_Reputation_Score | Employer_Reputation_Rank | Faculty_Student_Score | Faculty_Student_Rank | Citations_per_Faculty_Score | Citations_per_Faculty_Rank | International_Faculty_Score | International_Faculty_Rank | International_Students_Score | International_Students_Rank | International_Research_Network_Score | International_Research_Network_Rank | Employment_Outcomes_Score | Employment_Outcomes_Rank | Sustainability_Score | Sustainability_Rank | Overall_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | Massachusetts Institute of Technology (MIT) | United States | Americas | M | CO | VH | B | 100.0 | 4 | 100.0 | 2 | 100.0 | 11 | 100.0 | 9 | 99.3 | 100 | 86.8 | 143 | 96.0 | 58 | 100.0 | 8 | 99.0 | 15= | 100 |
| 1 | 2 | 6 | Imperial College London | United Kingdom | Europe | L | FC | VH | A | 98.5 | 22 | 99.5 | 11 | 98.2 | 45 | 93.9 | 54 | 100.0 | 66 | 99.6 | 44 | 97.4 | 34 | 93.4 | 61 | 99.7 | 6 | 98.5 |
| 2 | 3 | 3 | University of Oxford | United Kingdom | Europe | L | FC | VH | A | 100.0 | 2 | 100.0 | 5 | 100.0 | 8 | 84.8 | 93 | 98.1 | 120 | 97.7 | 73 | 100.0 | 1 | 100.0 | 3 | 85.0 | 126 | 96.9 |
| 3 | 4 | 4 | Harvard University | United States | Americas | L | FC | VH | B | 100.0 | 1 | 100.0 | 1 | 96.3 | 53 | 100.0 | 1 | 74.1 | 269 | 69.0 | 215 | 99.6 | 5 | 100.0 | 1 | 84.4 | 130 | 96.8 |
| 4 | 5 | 2 | University of Cambridge | United Kingdom | Europe | L | FC | VH | A | 100.0 | 3 | 100.0 | 4 | 100.0 | 17 | 84.6 | 96 | 100.0 | 73 | 94.8 | 98 | 99.3 | 10 | 100.0 | 5 | 84.8 | 127= | 96.7 |
| 5 | 6 | 5 | Stanford University | United States | Americas | L | FC | VH | B | 100.0 | 5 | 100.0 | 3 | 100.0 | 12 | 99.0 | 27 | 70.3 | 284 | 60.8 | 244 | 96.8 | 45 | 100.0 | 2 | 81.2 | 148= | 96.1 |
| 6 | 7 | 7 | ETH Zurich - Swiss Federal Institute of Technology | Switzerland | Europe | L | FO | VH | A | 98.8 | 19 | 87.2 | 57 | 65.9 | 199 | 97.9 | 35 | 100.0 | 25 | 98.6 | 63 | 95.7 | 64 | 90.5 | 73 | 98.8 | 18 | 93.9 |
| 7 | 8 | 8 | National University of Singapore (NUS) | Singapore | Asia | XL | FC | VH | A | 99.5 | 15 | 91.1 | 48 | 68.8 | 189 | 93.1 | 61 | 100.0 | 41 | 88.9 | 129 | 91.6 | 146 | 100.0 | 6 | 97.7 | 26= | 93.7 |
| 8 | 9 | 9 | UCL | United Kingdom | Europe | XL | FC | VH | A | 99.5 | 14 | 98.3 | 18 | 95.9 | 56 | 72.2 | 145 | 99.0 | 106 | 100.0 | 21 | 99.9 | 2 | 70.3 | 157 | 74.8 | 190= | 91.6 |
| 9 | 10 | 15 | California Institute of Technology (Caltech) | United States | Americas | S | CO | VH | B | 96.5 | 29 | 95.3 | 33 | 100.0 | 4 | 100.0 | 5 | 100.0 | 65 | 79.8 | 172 | 65.5 | 549 | 31.0 | 407 | 62.5 | 253 | 90.9 |
| RANK_2025 | RANK_2024 | Institution_Name | Location | Region | SIZE | FOCUS | RES. | STATUS | Academic_Reputation_Score | Academic_Reputation_Rank | Employer_Reputation_Score | Employer_Reputation_Rank | Faculty_Student_Score | Faculty_Student_Rank | Citations_per_Faculty_Score | Citations_per_Faculty_Rank | International_Faculty_Score | International_Faculty_Rank | International_Students_Score | International_Students_Rank | International_Research_Network_Score | International_Research_Network_Rank | Employment_Outcomes_Score | Employment_Outcomes_Rank | Sustainability_Score | Sustainability_Rank | Overall_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1493 | 1401+ | 1201-1400 | Universiti Sains Islam Malaysia | Malaysia | Asia | M | CO | HI | A | 6.6 | 601+ | 2.5 | 601+ | 8.8 | 701+ | 1.9 | 701+ | 8.4 | 701+ | 6.1 | 701+ | 12.5 | 701+ | 3.3 | 701+ | 1.0 | 701+ | NaN |
| 1494 | 1401+ | 1201-1400 | University of Central Oklahoma | United States | Americas | L | CO | MD | A | 5.6 | 601+ | 2.9 | 601+ | 6.5 | 701+ | 1.5 | 701+ | 15.9 | 654 | 9.9 | 701+ | 5.2 | 701+ | 2.9 | 701+ | 1.0 | 701+ | NaN |
| 1495 | 1401+ | 1401+ | University of Craiova | Romania | Europe | L | CO | HI | A | 4.5 | 601+ | 2.2 | 601+ | 3.2 | 701+ | 2.1 | 701+ | NaN | NaN | NaN | NaN | 21.8 | 701+ | 13.4 | 701+ | 1.0 | 701+ | NaN |
| 1496 | 1401+ | 1401+ | University of Lampung | Indonesia | Asia | L | FC | MD | NaN | 4.7 | 601+ | 2.3 | 601+ | 5.1 | 701+ | 1.3 | 701+ | 1.2 | 701+ | 1.0 | 701+ | 3.4 | 701+ | 2.2 | 701+ | 1.0 | 701+ | NaN |
| 1497 | 1401+ | 1401+ | University of Mataram | Indonesia | Asia | XL | FO | MD | A | 6.4 | 601+ | 1.7 | 601+ | 3.8 | 701+ | 1.1 | 701+ | 1.5 | 701+ | 1.0 | 701+ | 3.7 | 701+ | 2.2 | 701+ | 1.0 | 701+ | NaN |
| 1498 | 1401+ | 1201-1400 | University of Montana Missoula | United States | Americas | M | CO | HI | A | 3.0 | 601+ | 2.2 | 601+ | 10.6 | 701+ | 6.1 | 701+ | 1.3 | 701+ | 1.9 | 701+ | 6.5 | 701+ | 3.1 | 701+ | 1.0 | 701+ | NaN |
| 1499 | 1401+ | 1401+ | University of Oradea | Romania | Europe | L | FC | MD | A | 5.6 | 601+ | 2.2 | 601+ | 4.0 | 701+ | 1.9 | 701+ | 1.5 | 701+ | 5.2 | 701+ | 34.5 | 701+ | 6.2 | 701+ | 2.3 | 701+ | NaN |
| 1500 | 1401+ | 1201-1400 | University of San Carlos | Philippines | Asia | M | CO | MD | C | 7.2 | 601+ | 9.4 | 601+ | 3.3 | 701+ | 1.8 | 701+ | 2.1 | 701+ | 2.1 | 701+ | 6.4 | 701+ | 9.6 | 701+ | 1.0 | 701+ | NaN |
| 1501 | 1401+ | 1401+ | University Politehnica of Timisoara, UPT | Romania | Europe | L | FO | VH | A | 4.1 | 601+ | 4.2 | 601+ | 7.2 | 701+ | 3.9 | 701+ | 1.4 | 701+ | 2.5 | 701+ | 18.6 | 701+ | 3.9 | 701+ | 1.1 | 701+ | NaN |
| 1502 | 1401+ | 1401+ | Western Washington University | United States | Americas | L | CO | HI | NaN | 2.6 | 601+ | 2.6 | 601+ | 7.3 | 701+ | 3.5 | 701+ | 9.7 | 701+ | 1.6 | 701+ | 12.4 | 701+ | 1.5 | 701+ | 1.1 | 701+ | NaN |